Analyze and report engagement and satisfaction results

Trigger: A scheduled feedback collection cycle concludes or a survey administration window closes.

1. Extract raw survey and feedback data from collection platforms
2. Cleanse and validate data to remove incomplete or duplicate responses
3. Analyze data sets to identify engagement trends and satisfaction drivers
4. Segment findings by demographic, departmental, or program cohorts
5. Compile visualizations and executive summaries into formal reports
6. Distribute final reports to designated institutional stakeholders

Outcome: Consolidated satisfaction and engagement reports are delivered to institutional leadership to drive academic and operational improvements.